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The problem AI-generated code is everywhere. GitHub Copilot, Claude, ChatGPT — they all write code fast. But they also introduce subtle bugs, SQL injections, and insecure patterns that look totally fine at first glance. I wanted a tool that sits inside my AI agent and reviews code before I ship it. Not a linter. Not a static analyzer. A strict senior engineer who actually explains why something
Quick Answer: To connect AI agents across different cloud environments, developers must replace synchronous HTTP with asynchronous brokers like Celery and Redis, externalize state memory, secure tool execution using the Model Context Protocol (MCP), bypass strict NAT firewalls via Pilot Protocol transport, and trace distributed workflows with OpenTelemetry. Deploying a Multi-Agent System (MAS) acr
Last post was why. This one is what it looks like. The thing I said at the end of last post was: with flodl I don't rewrite when I pivot. I add or remove a graph member. This post is the primitive that makes that sentence true. Meet FlowBuilder. It's a declarative graph DSL for neural networks, and it's the API I'd find hardest to give up. By my third Python pivot, the wiring code outweighed the m
Building an AI-Powered Dog Breed Recommender with Flask, Nyckel, and Google Gemini Overview This application takes a photo or image URL of a dog and passes it to an external API to determine the breed. Once the breed is identified, a custom prompt is sent to Google Gemini and the results are returned to the user as a tailored list of care recommendations for that specific breed. Tech
Stripe is opinionated: a Price object has one currency. If your product is priced at $79 USD, that's what Stripe charges. But for conversion optimization, you want to display the price in the visitor's local currency — Argentinians see ARS, Brazilians see BRL, Germans see EUR — converted at the live FX rate. The math is simple. The trick is doing it without a 200ms client-side flash. Stripe holds
You have a YouTube playlist of 40 conference talks. You have bookmarked 200 web articles. You have a folder of PDFs you keep meaning to read. None of that is knowledge yet. It is a queue. Synthadoc v0.3.0 drains the queue. Most people have a system for collecting information. Bookmarks, Notion pages, Pocket, starred emails. The collection grows. The retrieval never quite works. You remember you sa